
Isabel D. Friesner
Articles
Machine Learning-Based Prediction of Hospitalization During Chemoradiotherapy With Daily Step Counts
Mar 28, 2024 |
jamanetwork.com | Isabel D. Friesner |Jean Feng |Albert Einstein College
Key PointsQuestion How well can machine learning approaches using daily step counts from wearable devices predict risk of a first unplanned hospitalization event during concurrent chemoradiotherapy (CRT)? Findings In this secondary analysis of 3 prospective studies of 214 patients who underwent curative-intent CRT for a variety of solid tumors, machine learning approaches trained on only activity-monitoring data achieved good predictive ability in the stratified temporal validation cohort.
-
Mar 28, 2024 |
jamanetwork.com | Sarah Hawley |Megan R. Haymart |Jean Feng |Isabel D. Friesner
Key PointsQuestion Can objectively measured physical activity serve as an alternative to the Eastern Cooperative Oncology Group Performance Status (ECOG PS) for evaluating the general health status of patients with progressive lung cancer, and can these parameters have predictive value for survival outcomes?
Try JournoFinder For Free
Search and contact over 1M+ journalist profiles, browse 100M+ articles, and unlock powerful PR tools.
Start Your 7-Day Free Trial →